G. N. Reddy

Byzantine-resilient federated edge intrusion detection for heterogeneous IoT networks under non-IID conditions

Intrusion detection at the edge of the Internet of Things (IoT) runs into two problems at the same time. Traffic is not identically distributed across devices, because a camera, a thermostat and a gateway do not behave alike, and some of the participating nodes cannot be trusted to report honestly. Federated learning f...